Software Developer ยท Portfolio
Computer Science Engineering student focused on Cybersecurity, Machine Learning, and Full-Stack Development. Passionate about building intelligent, scalable, and real-world impactful systems.
I'm Jaya Sabari R, a Computer Science Engineering student from Chennai, Tamil Nadu, with strong foundations in software development and machine learning.
I co-authored a research paper on Crime Arrest Prediction using Stacking Ensemble Learning, combining Random Forest, XGBoost, and MLP Neural Networks to achieve 96% accuracy on real-world crime data.
I enjoy solving complex problems using data-driven approaches and writing clean, maintainable code. My long-term goal is to integrate Software Engineering + AI + Cybersecurity to develop intelligent systems that create real-world impact.
Currently Exploring
Developed an advanced Stacking Ensemble ML Model to predict the probability of arrest in criminal cases using real-world crime datasets. Combines multiple ML algorithms for superior predictive performance.
Crime rate prediction system using stacking ensemble learning to classify crime cases as Closed or Open. Built an interactive web dashboard for crime trend visualization and real-time case status prediction.
A logic-based Python puzzle game with interactive challenges and score tracking. Focused on clean code structure and seamless CLI user experience.